When Barton was eighteen, in May of 1941, his father was struck with Guillain-Barré syndrome, a rapid paralysis, while he was preaching. After losing sensation in his legs he sat in a chair to finish his sermon. He died a few days later, shortly after hearing that Barton was one of fifteen in his junior class of three thousand to be elected to Phi Beta Kappa.